Gurkirt Singh | DeepAI

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∙ 09/28/2022

Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection

We propose a novel domain adaptive action detection approach and a new a...

0 Yifan Lu, et al. ∙

∙ 09/06/2022

Spatio-Temporal Action Detection Under Large Motion

Current methods for spatiotemporal action tube detection often extend a ...

0 Gurkirt Singh, et al. ∙

∙ 04/07/2021

The SARAS Endoscopic Surgeon Action Detection (ESAD) dataset: Challenges and methods

For an autonomous robotic system, monitoring surgeon actions and assisti...

9 Vivek Singh Bawa, et al. ∙

∙ 02/23/2021

ROAD: The ROad event Awareness Dataset for Autonomous Driving

Humans approach driving in a holistic fashion which entails, in particul...

0 Gurkirt Singh, et al. ∙

∙ 08/31/2020

Online Spatiotemporal Action Detection and Prediction via Causal Representations

In this thesis, we focus on video action understanding problems from an ...

0 Gurkirt Singh, et al. ∙

∙ 06/12/2020

ESAD: Endoscopic Surgeon Action Detection Dataset

In this work, we take aim towards increasing the effectiveness of surgic...

0 Vivek Singh Bawa, et al. ∙

∙ 04/03/2020

Two-Stream AMTnet for Action Detection

In this paper, we propose Two-Stream AMTnet, which leverages recent adva...

0 Suman Saha, et al. ∙

∙ 04/04/2019

An End-to-End Baseline for Video Captioning

Building correspondences across different modalities, such as video and ...

0 Silvio Olivastri, et al. ∙

∙ 11/17/2018

Recurrence to the Rescue: Towards Causal Spatiotemporal Representations

Recently, three dimensional (3D) convolutional neural networks (CNNs) ha...

0 Gurkirt Singh, et al. ∙

∙ 08/23/2018

Predicting Action Tubes

In this work, we present a method to predict an entire `action tube' (a ...

6 Gurkirt Singh, et al. ∙

∙ 08/01/2018

TraMNet - Transition Matrix Network for Efficient Action Tube Proposals

Current state-of-the-art methods solve spatiotemporal action localisatio...

0 Gurkirt Singh, et al. ∙

∙ 07/30/2018

Action Detection from a Robot-Car Perspective

We present the new Road Event and Activity Detection (READ) dataset, des...

0 Valentina Fontana, et al. ∙

∙ 07/22/2017

Spatio-temporal Human Action Localisation and Instance Segmentation in Temporally Untrimmed Videos

Current state-of-the-art human action recognition is focused on the clas...

0 Suman Saha, et al. ∙

∙ 04/05/2017

Incremental Tube Construction for Human Action Detection

Current state-of-the-art action detection systems are tailored for offli...

0 Harkirat S. Behl, et al. ∙

∙ 11/25/2016

Online Real-time Multiple Spatiotemporal Action Localisation and Prediction

We present a deep-learning framework for real-time multiple spatio-tempo...

0 Gurkirt Singh, et al. ∙

∙ 08/04/2016

Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos

In this work, we propose an approach to the spatiotemporal localisation ...

0 Suman Saha, et al. ∙

∙ 07/07/2016

Untrimmed Video Classification for Activity Detection: submission to ActivityNet Challenge

Current state-of-the-art human activity recognition is focused on the cl...

0 Gurkirt Singh, et al. ∙

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